Concepedia

Ahmed Moustafa

AM

6

Publications

330

Citations

6

H-Index

2020

Active since

Affiliations

Nagoya Institute of Technology(Current)

Zagazig University

Ahmed Moustafa is an author at Nagoya Institute of Technology specializing in computer science, federated learning, and data science.

Top concepts

EngineeringData ScienceComputer ScienceFederated LearningDistributed LearningPrivacyData PrivacyData SecurityCloud ComputingMachine Learning

Publications per year

2020–2021

6

Publications

6

FedOpt: Towards Communication Efficiency and Privacy Preservation in Federated Learning

Muhammad Asad, Ahmed Moustafa, Takayuki Itō · Applied Sciences · 2020 · 160 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +19

Federated Learning Versus Classical Machine Learning: A Convergence Comparison

Muhammad Asad, Ahmed Moustafa, Takayuki Ito · 2021 · 54 citations · Full text

Artificial Intelligence, Decentralized Machine Learning, Machine Learning +14

A Critical Evaluation of Privacy and Security Threats in Federated Learning

Muhammad Asad, Ahmed Moustafa, Chao Yu · Sensors · 2020 · 46 citations · Full text

CEEP-FL: A comprehensive approach for communication efficiency and enhanced privacy in federated learning

Muhammad Asad, Ahmed Moustafa, Muhammad Aslam · Applied Soft Computing · 2021 · 36 citations

Engineering, Data Science, Information Security +13

THF: 3-Way Hierarchical Framework for Efficient Client Selection and Resource Management in Federated Learning

Muhammad Asad, Ahmed Moustafa, Fethi Rabhi et al. · IEEE Internet of Things Journal · 2021 · 24 citations · Full text

Cluster Computing, Engineering, Machine Learning +19

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